How would I figure out a random tile grid pattern for a room that is 25'1" in length and 12'7" in width with tile that is 16"x16" and 12"x12" with the majority being 12"x12"?

What is your objective?

Minimum number of tiles used?
Minimum number of tiles cut?
Asthetics?